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{
  "version": "1.0.0",
  "cells": [
   
    {
      "type": "cs",
      "input": "importFiles [ \"../smalldata/junit/ven-11.csv\" ]"
    },
    {
      "type": "cs",
      "input": "setupParse paths: [ \"../smalldata/junit/ven-11.csv\" ]"
    },
    {
      "type": "cs",
      "input": "parseFiles\n  paths: [\"../smalldata/junit/ven-11.csv\"]\n  destination_frame: \"ven_11.hex\"\n  parse_type: \"CSV\"\n  separator: 44\n  number_columns: 5\n  single_quotes: false\n  column_names: [\"ds1\",\"ds2\",\"ds3\",\"ds4\",\"ds5\"]\n  column_types: [\"Numeric\",\"Time\",\"Time\",\"Time\",\"Enum\"]\n  delete_on_done: true\n  check_header: 1\n  chunk_size: 4194304"
    },
    {
      "type": "cs",
      "input": "getFrameSummary \"ven_11.hex\""
    },
    {
      "type": "cs",
      "input": "assist splitFrame, \"ven_11.hex\""
    },
    {
      "type": "cs",
      "input": "splitFrame \"ven_11.hex\", [0.2], [\"ven_11_test\",\"ven_11_train\"], 123456"
    },
    {
      "type": "cs",
      "input": "buildModel \"gbm\""
    },
    {
      "type": "cs",
      "input": "buildModel 'gbm', {\"model_id\":\"gbm-7fb7e41b-dd72-4437-b9c3-96d3574c297c\",\"training_frame\":\"ven_11_train\",\"validation_frame\":\"ven_11_test\",\"ignore_const_cols\":true,\"response_column\":\"ds1\",\"ntrees\":\"20\",\"max_depth\":5,\"min_rows\":\"1\",\"nbins\":20,\"nbins_cats\":1024,\"seed\":8447965569558883000,\"learn_rate\":\"0.3\",\"distribution\":\"AUTO\",\"score_each_iteration\":false,\"r2_stopping\":0.999999,\"build_tree_one_node\":false}"
    },
    {
      "type": "cs",
      "input": "getModel \"gbm-7fb7e41b-dd72-4437-b9c3-96d3574c297c\""
    },
    {
      "type": "cs",
      "input": "predict model: \"gbm-7fb7e41b-dd72-4437-b9c3-96d3574c297c\""
    },
    {
      "type": "cs",
      "input": "predict model: \"gbm-7fb7e41b-dd72-4437-b9c3-96d3574c297c\", frame: \"ven_11_test\", predictions_frame: \"prediction-b6d61a30-e4b0-473e-b4d7-5baa0e55dfa6\""
    }
  ]
}